# Neutrophil Gelatinase‐Associated Lipocalin and Neutrophil‐to‐Lymphocyte Ratio as Indicators of Nephropathy in Type 2 Diabetic Mellitus Patients in Ghana: A Case‐Control Study

**Authors:** Allwell Adofo Ayirebi, Wina Ivy Ofori Boadu, Stephen Twumasi, Samuel Kwarteng, Benedict Sackey, Lilian Antwi Boateng, Joseph Boachie, Samuel Essien‐Baidoo, Daniel Nii Martey Antonio, John Agyemang Sah, Afua Marfowaa, Mayfair Adwapa Mpiani, Joachim Baba Domosie, Abiba Khalifah, Emmanuel Ekow Korsah, Ebenezer Senu, Eugene Arele Ansah, Joseph Yorke, Enoch Odame Anto

PMC · DOI: 10.1002/hsr2.71939 · Health Science Reports · 2026-03-01

## TL;DR

This study in Ghana found that sNGAL is a better indicator of kidney disease in type 2 diabetes patients than NLR.

## Contribution

The study evaluates sNGAL and NLR as biomarkers for diabetic nephropathy in a Ghanaian population.

## Key findings

- sNGAL showed good performance (AUC = 0.793) in predicting diabetic nephropathy.
- NLR had poor performance (AUC = 0.632) and was not significantly associated with nephropathy.
- sNGAL is recommended as a more reliable standalone marker for diabetic nephropathy.

## Abstract

Serum neutrophil gelatinase‐associated lipocalin (sNGAL), a renal tubular marker, and neutrophil‐to‐lymphocyte ratio (NLR), a hematological inflammatory marker are two biomarkers that have recently received attention, because of their association with kidney disease. This study examined the diagnostic value sNGAL and NLR in type 2 diabetes mellitus (T2DM) patients with nephropathy.

In this hospital‐based case‐control research, 97 T2DM participants and 70 healthy subjects were included. Participants' information was documented using a structured questionnaire and patient case records. Venous blood was drawn from each participant and early morning midstream urine samples were collected for blood and urine measurements respectively.

The prevalence of nephropathy among type 2 diabetics was 20.6%. sNGAL had a good performance (AUC = 0.793, p < 0.001) and NLR had a poor performance (AUC = 0.632, p = 0.082) for predicting diabetic nephropathy. An sNGAL cut‐off of 8.87 µg/L had 80.0% sensitivity and NLR threshold of 2.34 had 60.0% sensitivity and 72.8% specificity. In the multivariate binary logistic model, sNGAL showed a modest independent association, (aOR 1.25, 95% CI: 0.71–2.21, p = 0.014). In contrast, NLR was not significantly associated with nephropathy in the adjusted model (NLR: aOR 1.16, 95% CI: 0.60–2.24, p = 0.663).

Whiles sNGAL showed superiority and is recommended, NLR showed no significant group difference and poor, non‐significant discrimination, indicating it is not a reliable standalone marker of diabetic nephropathy in this study.

## Linked entities

- **Diseases:** type 2 diabetes mellitus (MONDO:0005148)

## Full-text entities

- **Genes:** LCN2 (lipocalin 2) [NCBI Gene 3934] {aka 24p3, MSFI, NGAL, p25}, ALB (albumin) [NCBI Gene 213] {aka FDAHT, HSA, PRO0883, PRO0903, PRO1341}, CRP (C-reactive protein) [NCBI Gene 1401] {aka PTX1}
- **Diseases:** cancer (MESH:D009369), end-stage kidney disease (MESH:D007676), endothelial dysfunction (MESH:D014652), diabetes mellitus (MESH:D003920), inherited hemolytic disorders (MESH:D000745), cardiovascular conditions (MESH:D002318), infections (MESH:D007239), hepatitis C (MESH:D019698), CKD (MESH:D051436), UTI (MESH:D014552), hyperglycemia (MESH:D006943), albuminuria (MESH:D000419), NLR (MESH:D015467), chronic inflammation (MESH:D007249), to renal tubules (MESH:D007673), hypertensive (MESH:D006973), hyperglycemic (MESH:D006944), iron deficiency anemia (MESH:D018798), proteinuria (MESH:D011507), acute infection (MESH:D000208), destruction (MESH:D008105), metabolic illness (MESH:D008659), HIV infection (MESH:D015658), DN (MESH:D003928), tubulointerstitial damage (OMIM:162000), neuropathy (MESH:D009422), kidney disease (MESH:D007674), microbial infections (MESH:D015163), Type 2 Diabetes Mellitus (MESH:D003924), tubulointerstitial injury (MESH:D009395)
- **Chemicals:** EDTA (MESH:D004492), lactose (MESH:D007785), oxalate (MESH:D010070), agar (MESH:D000362), microalbuminuria (-), cystine (MESH:D003553), Creatinine (MESH:D003404), glucose (MESH:D005947), fluoride (MESH:D005459)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## References

41 references — full list in the complete paper: https://tomesphere.com/paper/PMC12949827/full.md

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Source: https://tomesphere.com/paper/PMC12949827